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Titel |
Cross recurrence plot based synchronization of time series |
VerfasserIn |
N. Marwan, M. Thiel, N. R. Nowaczyk |
Medientyp |
Artikel
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Sprache |
Englisch
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ISSN |
1023-5809
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Digitales Dokument |
URL |
Erschienen |
In: Nonlinear Processes in Geophysics ; 9, no. 3/4 ; Nr. 9, no. 3/4, S.325-331 |
Datensatznummer |
250006545
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Publikation (Nr.) |
copernicus.org/npg-9-325-2002.pdf |
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Zusammenfassung |
The method of
recurrence plots is extended to the cross recurrence plots (CRP) which,
among others, enables the study of synchronization or time differences in
two time series. This is emphasized in a distorted main diagonal in the
cross recurrence plot, the line of synchronization (LOS). A
non-parametrical fit of this LOS can be used to rescale the time axis of
the two data series (whereby one of them is compressed or stretched) so
that they are synchronized. An application of this method to geophysical
sediment core data illustrates its suitability for real data. The rock
magnetic data of two different sediment cores from the Makarov Basin can
be adjusted to each other by using this method, so that they are
comparable. |
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